Browsing Theses by Subject "basis functions"
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Dynamic Latent Structured Data Analytics for Process Modeling and Monitoring
(University of Waterloo, 2023-10-11)With the advent of Industry 4.0, variable relations in modern industrial processes are increasingly complex due to their high dimensions and complex auto-correlations and cross-correlations. Multivariate statistical methods ... -
Linear Approximations For Factored Markov Decision Processes
(University of Waterloo, 2004)A Markov Decision Process (MDP) is a model employed to describe problems in which a decision must be made at each one of several stages, while receiving feedback from the environment. This type of model has been extensively ...